Gitingest: GitHub to LLM Context

Pricing

Pay per usage

Gitingest: GitHub to LLM Context

Turn any GitHub repository into a single text file optimized for LLMs (ChatGPT, Claude, DeepSeek). Perfect for RAG pipelines, code debugging, and AI context extraction.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

DAANISH MANSURI

Maintained by Community

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Developer tools

Automation

You can access the Gitingest: GitHub to LLM Context programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "repositoryUrl": "https://github.com/fastapi/fastapi",
10    "patterns": [
11        "package-lock.json",
12        "yarn.lock",
13    ],
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("gauzy_synthesizer/gitingest-repo-to-llm").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
21for item in client.dataset(run["defaultDatasetId"]).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Gitingest: GitHub to LLM Context API in Python

The Apify API client for Python is the official library that allows you to use Gitingest: GitHub to LLM Context API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Gitingest: GitHub to LLM Context API in JavaScript

Gitingest: GitHub to LLM Context API through CLI

Gitingest: GitHub to LLM Context OpenAPI definition

Gitingest: GitHub to LLM Context API

Github Repo Markdown Scraper

louisdeconinck/github-repo-markdown-scraper

Transform GitHub repositories into a single, comprehensive markdown document effortlessly. Our tool streamlines analysis and processing, offering configurable file size limits, pattern filtering, and batch processing. Perfect for LLM AI prompts, it handles large repositories with ease.

Louis Deconinck

5.0

(3)

GitHub Repo to Text Converter

express_kingfisher/github-repo-to-text

Convert an entire public GitHub repository into a single .txt file. Optimize your developer workflow by giving LLMs full context of a codebase in one paste.

Prince Raj

Context7 MCP Server

agentify/context7-mcp-server

Up-to-date code documentation for any prompt

agentify

Scrape GPT - Universal AI Web Scraper Agent

paradox-analytics/scrape-gpt---universal-ai-web-scraper-agent

AI-powered universal web scraper that works on ANY website without configuration. Extract data from e-commerce, news sites, social media, and more using intelligent LLM-based field mapping. Features JSON-first extraction, automatic pagination, anti-bot bypass, and cost-effective caching.

Paradox Analytics

5.0

(1)

Deep Knowledge Mcp Server

eager_cornet/deep-knowledge-mcp-server

Deep Knowledge MCP Server gives LLMs real-time access to fresh technical docs using Google Search and web crawling. Instead of a basic scraper, it acts as a live knowledge engine for Claude or Cursor, letting developers instantly fetch and understand new libraries, and frameworks to code faster.

vikash kumar

5.0

(1)

TEST-Deep Knowledge Mcp Server

eager_cornet/test-deep-knowledge-mcp-server

vikash kumar

Website Content Crawler

apify/website-content-crawler

Crawl websites and extract text content to feed AI models, LLM applications, vector databases, or RAG pipelines. The Actor supports rich formatting using Markdown, cleans the HTML, downloads files, and integrates well with 🦜🔗 LangChain, LlamaIndex, and the wider LLM ecosystem.

Apify

92K

4.5

(138)

Advanced Social Media Agent

fiery_dream/advanced-social-media-agent

A production-grade AI agent built on cutting-edge research patterns for intelligent social media analysis on the Apify platform.

Cody Churchwell

📝 Markdown Maker: HTML to AI-Ready Text

shahidirfan/Markdown-Maker

Instantly convert complex HTML into clean, structured Markdown. This lightweight actor is optimized to render web content into a format that is easily readable for AI LLMs, reducing token usage and improving context. Perfect for RAG pipelines and preparing data for training.

Shahid Irfan

Instagram Scraper Pro

red.cars/instagram-scraper-pro

Extract Instagram profiles, posts, hashtags, locations, and comments with analytics. Perfect for social media marketing, competitor analysis, influencer research, market intelligence, and brand monitoring. No Instagram API limits, no complex setup - reliable Instagram data extraction at scale.